On the optimal control of the steel annealing processes as a two-stage hybrid systems via PSO algorithms

International Journal of Bio-Inspired Computation

Volumn 1, Issue 3, 2009, Pages 198-209

  Senthil Arumugam, M ^a   Ramana Murthy, G ^a   Loo, C K ^a  

^a MULTIMEDIA UNIVERSITY   (Malaysia)

Author keywords

Hybrid systems; Optimal control; Particle swarm optimisation; PSO; SAPs; Steel annealing processes

Indexed keywords

ANNEALING; HYBRID SYSTEMS; OPTIMAL CONTROL SYSTEMS;

ANNEALING PROCESS; OPTIMAL CONTROL PROBLEM; OPTIMAL CONTROLS; PARTICLE SWARM OPTIMISATION; SAPS; TIME-VARYING ACCELERATION COEFFICIENTS; TIME-VARYING INERTIA; TWO-STAGE HYBRID SYSTEMS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 76249097869     PISSN: 17580366     EISSN: 17580374     Source Type: Journal    
DOI: 10.1504/IJBIC.2009.023815     Document Type: Article

References (17)

1. Boyd, R. and Recharson, P. (1985) Culture and the Evolutionary Process, University of Chicago Press.
2. Cassandras, C.G. (1993) Discrete Event Systems: Modelling and Performance Analysis, Irwin Publications, Homewood, IL.
3. Cassandras, C.G. and Lafortune, S. (1999) Introduction to Discrete Event Systems, Kluwer Academic Publishers.
4. Cassandras, C.G., Liu, Q., Gokbayrak, K. and Pepyne, D.L. (1999)'Optimal controls of a two-stage hybrid manufacturing system model', Intl. Conference on Decision & Control, IEEE Press, Arizona, USA, pp.450-455. (Pubitemid 30575696)
5. Cassandras, C.G., Pepyne, D.L. and Wardi, Y. (2001)'Optimal control of a class of hybrid systems', IEEE Trans. Automat. Cont., Vol. 46, pp.398-415. (Pubitemid 32297441)
6. Cho, Y.C., Cassandras, C.G. and Kwon, W.K. (2004)'Optimal control for steel annealing processes as hybrid systems', Control Engineering Practice, Vol. 12, No. 10, pp.1319-1328. (Pubitemid 38830825)
7. Eberhart, R.C. and Shi, Y. (2000)'Comparing inertia weight variants and constriction factors in particle swarm optimization', Proc. of the Congress on Evolutionary Computation, IEEE Service Center, Piscataway, NJ, San Diego, USA, pp.84-89.
8. Kennedy, J. and Eberhart, R.C. (1995)'Particle swarm optimization', Proc. IEEE International Conference on Neural Networks (Perth, Australia), IEEE Service Center, Piscataway, NJ, pp.1942-1948.
9. Ratnaweera, A., Halgamuge, S.K. and Watson, C. (2004)'Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficient', IEEE Transaction on Evolutionary Computation, Vol. 8, No. 3, pp.240-255.
10. Senthil Arumugam, M. and Rao, M.V.C. (2006a)'On the optimal control of two-stage hybrid systems', International Journal of Information Technology and Decision Making, under review.
11. Senthil Arumugam, M. and Rao, M.V.C. (2006b)'A new and improved version of particle swarm optimization algorithm with global - local best parameters', International Journal of Knowledge and Information Systems, Springer, in press.
12. Senthil Arumugam, M., Ramana Murthy, G., Rao, M.V.C. and Loo, C.K. (2007a)'A novel approach of parameter free particle swarm optimization algorithm', Int. Conference on Intelligence and Advance Systems, in IEEE Press, Kuala Lumpur.
13. Senthil Arumugam, M., Ramana Murthy, G., Rao, M.V.C. and Loo, C.K. (2007b)'On the optimal control of the steel annealing processes as a two-stage hybrid systems', Int. Conference on Intelligence and Advance Systems, in IEEE Press, Kuala Lumpur.
14. Shi, Y. and Eberhart, R.C. (1998a)'Parameter selection in particle swarm optimization', Evolutionary Programming VII, Lecture Notes in Computer Science, Springer, Vol. 1447, pp.591-600. (Pubitemid 128118969)
15. Shi, Y. and Eberhart, R.C. (1998b)'A modified particle swarm optimizer', Proceedings of the IEEE International Conference on Evolutionary Computation, Anchorage, Alaska.
16. Watanapongse, C.D. and Gaskey, K.M. (1998)'Applications of modern control to a continuous anneal line', IEEE Control System Magazine, pp.32-37.
17. Yoshitani, N. (1998)'Model-based control of strip temperature for the heating furnace in continuous annealing', IEEE Control System Technology, pp.146-156. (Pubitemid 128746014)